{"id":"W1498109303","doi":"10.29173/cais174","title":"Complementary or Discrete Contexts in Online Indexing: A Comparison of User, Creator and Intermediary Keywords","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Search engine indexing; Humanities; Point (geometry); Computer science; Art; World Wide Web; Mathematics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005125207,0.0002074774,0.0006266772,0.008817949,0.001887712,0.008307246,0.0006053706,0.0007280862,0.002580805],"category_scores_gemma":[0.05143866,0.0002813482,0.0003944299,0.0114425,0.002928598,0.009903186,0.004047672,0.0006617211,0.0005387392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438309,"about_ca_system_score_gemma":0.001362806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375953,"about_ca_topic_score_gemma":0.004341145,"domain_scores_codex":[0.9918223,0.003863952,0.001028944,0.0007805713,0.001942917,0.0005612224],"domain_scores_gemma":[0.9345244,0.04746331,0.009443983,0.002441507,0.004315198,0.001811607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001287605,0.000174985,0.6180431,0.001434788,0.0001494889,0.001157525,0.2367491,0.000215289,0.01098357,0.01571278,0.0005221445,0.1135697],"study_design_scores_gemma":[0.00003303755,0.0004158789,0.7378305,0.0004834587,0.0001660481,0.001623351,0.2302282,0.0008633427,0.003350378,0.00832179,0.01657704,0.000106954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791415,0.002012551,0.002508143,0.0002871441,0.00002120698,0.00005461198,0.0002364952,0.00002781659,0.01571056],"genre_scores_gemma":[0.9971573,0.0004796693,0.001514421,0.00004324484,0.00002874202,0.00003594175,0.0001466936,0.0000227035,0.0005712749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916928,"threshold_uncertainty_score":0.02710503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615130863840024,"score_gpt":0.2937453815662746,"score_spread":0.2475940729278743,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}